Unverified50% confidenceOpinionExact time
Model capability does not equal product capability, and the ability to deploy vertical products needs to be validated separately.
1
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50%
Confidence
Long-term
Relevance
9/11/2026
First Seen
Sources
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Related Claims
UnverifiedWhat determines the performance of agents in vertical domains is often not the AI model itself, but the Content.68% similarUnverifiedPrompt engineering has a ceiling: no matter how cleverly a prompt is designed, it can only make selections within the model's existing capability space and cannot break through the model's inherent capability boundaries.68% similarUnverified确定性优化可能以牺牲模型精度或表达能力为代价，需在质量与能效之间寻找平衡点66% similarUnverifiedAs long as the model is allowed to perform unbounded self-orchestration at runtime, it is necessarily possible to construct a Skill that cannot be reduced to a workflow.66% similarUnverifiedRigorous third-party evaluation must attempt to reach the true upper limit of a model's capabilities rather than merely testing default behavior, because model performance is highly dependent on prompt design and may exhibit different capability boundaries under jailbreak prompts.66% similar
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